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来源：百度知道 编辑：UC知道 时间：2024/06/20 12:51:03
Fitness Bias
We use fitness biasing to ensure that injected individuals survive long enough to leave a mark on the host population by using the concept of bloodline. Injected individuals are considered to be full blood, while those individuals already in the population are treated as individuals with no blood. The bloodline consists of a number between 0 (no blood) and 1 (full blood), and this value is added as another criteria to be maximized by the NSGA-II with Pareto optimality. Thus injected individuals will all be nondominated (in the topmost front) and will not die off immediately. The injected individuals replace the bottom 10% of the population [27].
We use fitness biasing to ensure that injected individuals survive long enough to leave a mark on the host population by using the concept of bloodline. Injected individuals are considered to be full blood, while those individuals already in the population are treated as individuals with no blood. The bloodline consists of a number between 0 (no blood) and 1 (full blood), and this value is added as another criteria to be maximized by the NSGA-II with Pareto optimality. Thus injected individuals will all be nondominated (in the topmost front) and will not die off immediately. The injected individuals replace the bottom 10% of the population [27].
我们使用偏心的健身保证通过使用血统的概念被注射的个体在主人人口生存太久留下标记。 而那些个体已经在人口对待个体没有血液，被注射的个体认为纯种。 血统包括0 (没有血液)和1范围的一个数字(纯种)，并且这价值增加作为与帕累托最优性的NSGA-II将最大化的另一个标准。 因而被注射的个体所有nondominated (在最上面的前面)和不会立刻死去。 被注射的个体替换底下10%人口